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ResearchFormerly WizWand

Mathematical & Geometric Reasoning

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Qwen2.5-VL-32B + VPPO

77.7Accuracy@8

16

Mar 4, 2026

NoisyRollout-32B

56.6Accuracy@8

16

Mar 4, 2026

Qwen2.5-VL-32B + DAPO

86.4Accuracy@8

16

Mar 4, 2026

Qwen2.5-VL-32B + VPPO

73.1Accuracy@8

16

Mar 4, 2026

Qwen2.5-VL-32B + VPPO

75.1Accuracy@8

16

Mar 4, 2026

General Mathematical & Geometric Reasoning Suite (MathVista, MathVerse, WeMath, MMK12, GeoMath, Geo3k)

83.8MathVista Score

12

Apr 13, 2026